NSDroid: efficient multi-classification of android malware using neighborhood signature in local function call graphs.
Pengfei LiuWeiping WangXi LuoHaodong WangChushu LiuPublished in: Int. J. Inf. Sec. (2021)
Keyphrases
- pattern recognition
- support vector
- image classification
- malware detection
- pattern classification
- feature vectors
- preprocessing
- feature extraction
- decision trees
- classification accuracy
- classification scheme
- automatic classification
- graph matching
- support vector machine svm
- benchmark datasets
- classification method
- classification algorithm
- feature space
- feature selection
- machine learning algorithms
- supervised learning
- classification models
- nearest neighbor
- knn
- neighborhood graph
- mobile devices